SlideShare a Scribd company logo
1 of 31
Download to read offline
TRUST and EXPLAINABILITY
OSWALD, an inside view
PARTENA CASE
TRAIN INTERFACE
BOT BRAIN
CONFUSION MATRIX
TEST CASES
STATISTICS
HUMAN TAKEOVER
”I want to go to Paris in two weeks”
CHATBOTS
OSWALD
Real quick!
Intent
+
Entities
+
Context
=
Response
I want to go to Paris in two weeksDestination:Paris Date:2020-02-27
intent: Plan Trip Context:
- name: John Doe
- Means: Flight
- Location: LA, CA
Ok John, here are some flights you might like…
CHATBOTS
OSWALD
In Oswald
Intent
+
Entities
+
Context
=
Response
CHATBOTS
OSWALD
In Oswald
Intent
+
Entities
+
Context
=
Response
CHATBOTS
OSWALD
In Oswald
Intent
+
Entities
+
Context
=
Response
PARTENA CASE
OSWALD
Disclaimer
Sorry no data on Partena in this presenation!
But we will show you the tools they have
available J
PARTENA CASE
OSWALD
Before
Call center with information in large CMS
system.
Customers with a question immediately end
up with the helpdesk
Helpdesk manually takes customers through
the flows defined in CMS
PARTENA CASE
OSWALD
Then
Right.
Let’s automate!
Synchronize CMS with Oswald!
Works! Gaining understanding of the user.
But little control, different medium, …
PARTENA CASE
OSWALD
Now
In control.
Clear flows, understand why the chatbot
behaves as it does.
Integrate with backend systems.
And adapt to the user.
TOOLSUITE
TRAIN INTERFACE
OSWALD
Try out and unanswered
Enter some text here and see how the bot
understands your input.
Also find input sent by your users that hasn’t
been handled as it should.
Filter by problem type, intent score, archive
status
View brain and takeover
BOT BRAIN
OSWALD
Have a look at how Oswald
THINKS!
What are the intent and the entities it
understood?
What was in context? How did the response it
gave change that?
Any tags in the session?
Which response did it give?
BOT BRAIN
OSWALD
BOT BRAIN
OSWALD
BOT BRAIN
OSWALD
BOT BRAIN
OSWALD
CONFUSION MATRIX
OSWALD
What confuses your bot?
Train your bot on 80% of training sentences
Use the other 20% as input and examine the
results.
This can be a measure for how well your bot
will perform on new input.
Which intents are too much alike, which
simply need more training sentences?
TEST CASES
OSWALD
Trust that your chatbot
handles changes
When retraining intents
When adding rules to scenarios
When modifying critical responses
STATISTICS
OSWALD
How do your users actually
use your chatbot?
What intents are used?
What scenarios?
What tags?
Load?
STATISTICS
OSWALD
HUMAN TAKEOVER
OSWALD
When your bot needs a
hand
View and filter conversations
Take over from the bot when things go wrong
How did the user get here?
HUMAN TAKEOVER
OSWALD
HYBRID CLOUD / ON PREM
OSWALD
TRUST
OSWALD
Make humans feel safe
from the scary robot…
Bot vs. Human
Ask consent
Anonymize your data
Send transcriptions
Forget Me
DEMO
OSWALD
Thank you
OSWALD

More Related Content

Similar to Building Trust and Explainability into Chatbots: the Partena Ziekenfonds Business Case, presented by Karel Kremer, CTO of Oswald, at the Trustworthy and Ethical AI Conference on Feb 13th, 2020

Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileSrikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileSrikanth Nandiraju
 
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileSrikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileAxway Appcelerator
 
ferret_company_facts_en(30.03.17)
ferret_company_facts_en(30.03.17)ferret_company_facts_en(30.03.17)
ferret_company_facts_en(30.03.17)ferretslides
 
SaaS North 2016: Customer Success, CX, Messaging & Bots
SaaS North 2016: Customer Success, CX, Messaging & BotsSaaS North 2016: Customer Success, CX, Messaging & Bots
SaaS North 2016: Customer Success, CX, Messaging & BotsWarren Levitan
 
Bridging the Empathy Gap - Inclusive Web Development for everyone
Bridging the Empathy Gap - Inclusive Web Development for everyoneBridging the Empathy Gap - Inclusive Web Development for everyone
Bridging the Empathy Gap - Inclusive Web Development for everyoneJosefine Schaefer
 
Chatbot development workshop with the Microsoft Bot Framework
Chatbot development workshop with the Microsoft Bot FrameworkChatbot development workshop with the Microsoft Bot Framework
Chatbot development workshop with the Microsoft Bot Frameworkgjuljo
 
Enterprise data security and chatbots: What IT teams need to know
Enterprise data security and chatbots: What IT teams need to knowEnterprise data security and chatbots: What IT teams need to know
Enterprise data security and chatbots: What IT teams need to knowTalla
 
STQA-Vol9-Issue2-March-2012-Software-Testing-Magazine
STQA-Vol9-Issue2-March-2012-Software-Testing-MagazineSTQA-Vol9-Issue2-March-2012-Software-Testing-Magazine
STQA-Vol9-Issue2-March-2012-Software-Testing-MagazineAlbert Gareev
 
What-a-Bot - SMW 2016
What-a-Bot - SMW 2016What-a-Bot - SMW 2016
What-a-Bot - SMW 2016Ben Doran
 
Planning Atlassian Apps for Real-World Scale by John Paz
Planning Atlassian Apps for Real-World Scale by John PazPlanning Atlassian Apps for Real-World Scale by John Paz
Planning Atlassian Apps for Real-World Scale by John PazJohn Paz
 
Does Your Business Need A ChatBot?
Does Your Business Need A ChatBot? Does Your Business Need A ChatBot?
Does Your Business Need A ChatBot? Apolline Adiju
 
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTS
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTSDE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTS
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTSPINKESH PATEL
 
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...Nick Brown
 
Safety Bot Guaranteed -- Shmoocon 2017
Safety Bot Guaranteed -- Shmoocon 2017Safety Bot Guaranteed -- Shmoocon 2017
Safety Bot Guaranteed -- Shmoocon 2017Richard Seymour
 
Similarity at scale
Similarity at scaleSimilarity at scale
Similarity at scaleKen Krugler
 
Cognitive Automation: What does success look like?
Cognitive Automation: What does success look like? Cognitive Automation: What does success look like?
Cognitive Automation: What does success look like? IBM
 
Defeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionDefeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionThoughtworks
 
Rationalizing Tag Management
Rationalizing Tag ManagementRationalizing Tag Management
Rationalizing Tag ManagementSimo Ahava
 
Gaining the Knowledge of the Open Data Protocol (OData)
Gaining the Knowledge of the Open Data Protocol (OData)Gaining the Knowledge of the Open Data Protocol (OData)
Gaining the Knowledge of the Open Data Protocol (OData)Woodruff Solutions LLC
 

Similar to Building Trust and Explainability into Chatbots: the Partena Ziekenfonds Business Case, presented by Karel Kremer, CTO of Oswald, at the Trustworthy and Ethical AI Conference on Feb 13th, 2020 (20)

Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileSrikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
 
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce MobileSrikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
Srikanth Nandiraju: Monetize Your Mobile Apps Using Titanium Commerce Mobile
 
ferret_company_facts_en(30.03.17)
ferret_company_facts_en(30.03.17)ferret_company_facts_en(30.03.17)
ferret_company_facts_en(30.03.17)
 
SaaS North 2016: Customer Success, CX, Messaging & Bots
SaaS North 2016: Customer Success, CX, Messaging & BotsSaaS North 2016: Customer Success, CX, Messaging & Bots
SaaS North 2016: Customer Success, CX, Messaging & Bots
 
Bridging the Empathy Gap - Inclusive Web Development for everyone
Bridging the Empathy Gap - Inclusive Web Development for everyoneBridging the Empathy Gap - Inclusive Web Development for everyone
Bridging the Empathy Gap - Inclusive Web Development for everyone
 
Chatbot development workshop with the Microsoft Bot Framework
Chatbot development workshop with the Microsoft Bot FrameworkChatbot development workshop with the Microsoft Bot Framework
Chatbot development workshop with the Microsoft Bot Framework
 
Enterprise data security and chatbots: What IT teams need to know
Enterprise data security and chatbots: What IT teams need to knowEnterprise data security and chatbots: What IT teams need to know
Enterprise data security and chatbots: What IT teams need to know
 
STQA-Vol9-Issue2-March-2012-Software-Testing-Magazine
STQA-Vol9-Issue2-March-2012-Software-Testing-MagazineSTQA-Vol9-Issue2-March-2012-Software-Testing-Magazine
STQA-Vol9-Issue2-March-2012-Software-Testing-Magazine
 
What-a-Bot - SMW 2016
What-a-Bot - SMW 2016What-a-Bot - SMW 2016
What-a-Bot - SMW 2016
 
Planning Atlassian Apps for Real-World Scale by John Paz
Planning Atlassian Apps for Real-World Scale by John PazPlanning Atlassian Apps for Real-World Scale by John Paz
Planning Atlassian Apps for Real-World Scale by John Paz
 
Does Your Business Need A ChatBot?
Does Your Business Need A ChatBot? Does Your Business Need A ChatBot?
Does Your Business Need A ChatBot?
 
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTS
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTSDE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTS
DE REPORT ON CAPTCHA CODE FOR CSE B.TECH STUDENTS
 
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...
Artificial Intelligence, Predictive Modelling and Chatbots: Applications in P...
 
Portfolio
Portfolio Portfolio
Portfolio
 
Safety Bot Guaranteed -- Shmoocon 2017
Safety Bot Guaranteed -- Shmoocon 2017Safety Bot Guaranteed -- Shmoocon 2017
Safety Bot Guaranteed -- Shmoocon 2017
 
Similarity at scale
Similarity at scaleSimilarity at scale
Similarity at scale
 
Cognitive Automation: What does success look like?
Cognitive Automation: What does success look like? Cognitive Automation: What does success look like?
Cognitive Automation: What does success look like?
 
Defeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionDefeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in action
 
Rationalizing Tag Management
Rationalizing Tag ManagementRationalizing Tag Management
Rationalizing Tag Management
 
Gaining the Knowledge of the Open Data Protocol (OData)
Gaining the Knowledge of the Open Data Protocol (OData)Gaining the Knowledge of the Open Data Protocol (OData)
Gaining the Knowledge of the Open Data Protocol (OData)
 

More from Patrick Van Renterghem

Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...
Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...
Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...Patrick Van Renterghem
 
Implementing error-proof, business-critical Machine Learning, presentation by...
Implementing error-proof, business-critical Machine Learning, presentation by...Implementing error-proof, business-critical Machine Learning, presentation by...
Implementing error-proof, business-critical Machine Learning, presentation by...Patrick Van Renterghem
 
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...Patrick Van Renterghem
 
Responsible AI: An Example AI Development Process with Focus on Risks and Con...
Responsible AI: An Example AI Development Process with Focus on Risks and Con...Responsible AI: An Example AI Development Process with Focus on Risks and Con...
Responsible AI: An Example AI Development Process with Focus on Risks and Con...Patrick Van Renterghem
 
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...Patrick Van Renterghem
 
How obedient digital twins and intelligent beings contribute to ethics and ex...
How obedient digital twins and intelligent beings contribute to ethics and ex...How obedient digital twins and intelligent beings contribute to ethics and ex...
How obedient digital twins and intelligent beings contribute to ethics and ex...Patrick Van Renterghem
 
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...Patrick Van Renterghem
 
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...Patrick Van Renterghem
 
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...Patrick Van Renterghem
 
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...Digital Workplace Case Study: How the Municipality of Duffel successfully swi...
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...Patrick Van Renterghem
 
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...Patrick Van Renterghem
 
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...Patrick Van Renterghem
 
Engie's Digital Workplace and "Connecting the company" business case, present...
Engie's Digital Workplace and "Connecting the company" business case, present...Engie's Digital Workplace and "Connecting the company" business case, present...
Engie's Digital Workplace and "Connecting the company" business case, present...Patrick Van Renterghem
 
Face your communication challenges when implementing a digital workplace, bas...
Face your communication challenges when implementing a digital workplace, bas...Face your communication challenges when implementing a digital workplace, bas...
Face your communication challenges when implementing a digital workplace, bas...Patrick Van Renterghem
 
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...Patrick Van Renterghem
 
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...Patrick Van Renterghem
 
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...Patrick Van Renterghem
 
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...Patrick Van Renterghem
 
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...Patrick Van Renterghem
 

More from Patrick Van Renterghem (20)

Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...
Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...
Ethical AI at VDAB, presented by Vincent Buekenhout (Ethical AI Lead, VDAB) a...
 
Implementing error-proof, business-critical Machine Learning, presentation by...
Implementing error-proof, business-critical Machine Learning, presentation by...Implementing error-proof, business-critical Machine Learning, presentation by...
Implementing error-proof, business-critical Machine Learning, presentation by...
 
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...
AI & Ethics: The Belgian Industry Vision & Initiatives, presentation by Jelle...
 
Responsible AI: An Example AI Development Process with Focus on Risks and Con...
Responsible AI: An Example AI Development Process with Focus on Risks and Con...Responsible AI: An Example AI Development Process with Focus on Risks and Con...
Responsible AI: An Example AI Development Process with Focus on Risks and Con...
 
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...
Fairness and Transparency: Algorithmic Explainability, some Legal and Ethical...
 
How obedient digital twins and intelligent beings contribute to ethics and ex...
How obedient digital twins and intelligent beings contribute to ethics and ex...How obedient digital twins and intelligent beings contribute to ethics and ex...
How obedient digital twins and intelligent beings contribute to ethics and ex...
 
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...
He Said, She Said: Finding and Fixing Bias in NLP (Natural Language Processin...
 
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...
Introduction to Bias in Machine Learning, presented by Matthias Feys, CTO @ M...
 
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...
Business Case: Ozitem Groupe, where 80% of the company is working remotely. R...
 
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...Digital Workplace Case Study: How the Municipality of Duffel successfully swi...
Digital Workplace Case Study: How the Municipality of Duffel successfully swi...
 
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...
Unleashing the Full Potential of People, Teams and SOLVAY, presented by Bruce...
 
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...
The Building Blocks of a Digital Workplace, presented by Sam Marshall at the ...
 
Engie's Digital Workplace and "Connecting the company" business case, present...
Engie's Digital Workplace and "Connecting the company" business case, present...Engie's Digital Workplace and "Connecting the company" business case, present...
Engie's Digital Workplace and "Connecting the company" business case, present...
 
Face your communication challenges when implementing a digital workplace, bas...
Face your communication challenges when implementing a digital workplace, bas...Face your communication challenges when implementing a digital workplace, bas...
Face your communication challenges when implementing a digital workplace, bas...
 
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...
The first steps in Recticel's Digital Workplace program by Kenneth Meuleman (...
 
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...
Presentation by Dave Geentjens at the "Successful Digital Workplace Adoption"...
 
Tim scottkoenverheyenpresentation
Tim scottkoenverheyenpresentationTim scottkoenverheyenpresentation
Tim scottkoenverheyenpresentation
 
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
Presentation by Ivan Schotsmans (DV Community) at the Data Vault Modelling an...
 
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...
Presentation by Luc Delanglez (DataLumen) at the Data Vault Modelling and Dat...
 
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...
Presentation by Erik van der Hoeven (Wisdom as a Service) at the Data Vault M...
 

Recently uploaded

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
Dynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationDynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationBuild Intuit
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Memoori
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...Nikki Chapple
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...Wes McKinney
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Nikki Chapple
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...amber724300
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsRavi Sanghani
 
Accelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessAccelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessWSO2
 
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...Karmanjay Verma
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Strongerpanagenda
 
Why Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionWhy Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionDEEPRAJ PATHAK
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkPixlogix Infotech
 
WomenInAutomation2024: AI and Automation for eveyone
WomenInAutomation2024: AI and Automation for eveyoneWomenInAutomation2024: AI and Automation for eveyone
WomenInAutomation2024: AI and Automation for eveyoneUiPathCommunity
 
Deliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceDeliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceOpsTree solutions
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Farhan Tariq
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPathCommunity
 
Kuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialKuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialJoão Esperancinha
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 

Recently uploaded (20)

Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
Dynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationDynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientation
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...
Microsoft 365 Copilot: How to boost your productivity with AI – Part two: Dat...
 
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
The Future Roadmap for the Composable Data Stack - Wes McKinney - Data Counci...
 
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
Microsoft 365 Copilot: How to boost your productivity with AI – Part one: Ado...
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
 
Potential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and InsightsPotential of AI (Generative AI) in Business: Learnings and Insights
Potential of AI (Generative AI) in Business: Learnings and Insights
 
Accelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with PlatformlessAccelerating Enterprise Software Engineering with Platformless
Accelerating Enterprise Software Engineering with Platformless
 
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...React JS; all concepts. Contains React Features, JSX, functional & Class comp...
React JS; all concepts. Contains React Features, JSX, functional & Class comp...
 
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better StrongerModern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
Modern Roaming for Notes and Nomad – Cheaper Faster Better Stronger
 
Why Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionWhy Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile Evolution
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App Framework
 
WomenInAutomation2024: AI and Automation for eveyone
WomenInAutomation2024: AI and Automation for eveyoneWomenInAutomation2024: AI and Automation for eveyone
WomenInAutomation2024: AI and Automation for eveyone
 
Deliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceDeliver Latency Free Customer Experience
Deliver Latency Free Customer Experience
 
Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...Genislab builds better products and faster go-to-market with Lean project man...
Genislab builds better products and faster go-to-market with Lean project man...
 
UiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to HeroUiPath Community: Communication Mining from Zero to Hero
UiPath Community: Communication Mining from Zero to Hero
 
Kuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorialKuma Meshes Part I - The basics - A tutorial
Kuma Meshes Part I - The basics - A tutorial
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 

Building Trust and Explainability into Chatbots: the Partena Ziekenfonds Business Case, presented by Karel Kremer, CTO of Oswald, at the Trustworthy and Ethical AI Conference on Feb 13th, 2020